Argyll Data Development has launched its sovereign AI inference cloud, built in partnership with SambaNova, giving UK organisations a way to run production AI workloads without relying on foreign-owned hyperscale infrastructure.
As enterprises move AI from pilots into live environments, questions around data sovereignty, regulatory exposure and infrastructure cost are becoming critical. While many organisations are currently investing heavily in GPU-based deployments, these approaches often come with significant power demands, complex cooling requirements and ongoing cost challenges, alongside continued reliance on cloud inference providers where control ultimately sits outside the UK.
Argyll’s platform addresses this gap by combining UK-owned infrastructure with SambaNova’s advanced AI hardware and software stack, ensuring all data, models and operations remain fully under UK control.
At the core of the platform is SambaNova’s Reconfigurable Data Unit (RDU) architecture running its SambaManaged solution. This gives customers high-performance AI inference without the additional power and exotic cooling demands associated with traditional GPU-based systems. Operating within a power envelope of approximately 10kW per rack, SambaNova's technology allows sovereign AI infrastructure to be deployed within existing UK data centres.
The efficiency of Argyll's inference cloud enables organisations to run AI applications in real time - from customer operations to fraud detection - at a cost profile that makes production deployment viable. It hosts the latest open source models, such as Minimax running at speeds of up to 400 tokens per second, delivered entirely within a UK-resident environment.
Peter Griffiths, Chairman at Argyll Data Development, said:
"Sovereignty in AI is not a label you can apply to a contract or a colocation agreement. It is a condition that has to be demonstrated - who is accountable, where the infrastructure sits, who controls the intelligence layer, and whether all of that aligns with the expectations of the society being served. Our platform satisfies those conditions. We are building the standard that others should be measured against."
Jude Sheeran, Managing Director, EMEA at SambaNova added:
"As organisations scale AI, many are defaulting to GPU infrastructure without fully accounting for long-term cost, energy and operational complexity. Our work with Argyll provides an alternative, enabling high-performance AI inference that is more efficient, deployable and aligned with sovereignty requirements."
Argyll’s inference cloud has been architected as a disaggregated platform, allowing compute, storage and networking to be deployed across multiple UK locations while operating as a single, unified inference layer. This provides added resilience and flexibility for organisations operating in regulated or security-sensitive sectors.
